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A Fractional Micro-Macro Model for Crowds of Pedestrians Based on Fractional Mean Field Games

机译:基于分数均值场博弈的行人人群分数微宏模型

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摘要

Modeling a crowd of pedestrians has been considered in this paper from different aspects.Based on fractional microscopic model that may be much more close to reality,a fractional macroscopic model has been proposed using conservation law of mass.Then in order to characterize the competitive and cooperative interactions among pedestrians,fractional mean field games are utilized in the modeling problem when the number of pedestrians goes to infinity and fractional dynamic model composed of fractional backward and fractional forward equations are constructed in macro scale.Fractional micromacro model for crowds of pedestrians are obtained in the end.Simulation results are also included to illustrate the proposed fractional microscopic model and fractional macroscopic model,respectively.
机译:本文从不同方面考虑对行人进行建模。基于可能更接近实际的分数微观模型,提出了一种利用质量守恒定律的分数宏观模型。在行人数量达到无穷大的建模问题中,利用行人之间的协作交互作用,利用分数平均场博弈,在宏观尺度上构建了由分数向后和分数正向方程组成的分数动态模型。获得了行人人群的分数维宏模型最后还包括了仿真结果,分别说明了所提出的分数微观模型和分数宏观模型。

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  • 来源
    《自动化学报(英文版)》 |2016年第3期|261-270|共10页
  • 作者单位

    College of Automation, Nanjing University of Posts and Telecommunications, Nanjing 210023, China;

    Mechatronics Embedded Systems and Automation Lab, School of Engineering, University of California, Merced, CA 95343,USA;

    Department of Electrical and Computer Engineering, Utah State University, Logan, UT 84322, USA;

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